Title :
Capacity of band limited wavefields observed over finite spatial and temporal windows
Author :
Bashar, Farhana ; Abhayapala, Thushara D. ; Akramus Salehin, S.M.
Author_Institution :
Res. Sch. of Eng., Australian Nat. Univ., Canberra, ACT, Australia
Abstract :
In this work, we study the channel capacity for broadband transmission in a multipath wavefield observed on the surface of a limited source-free region over a finite temporal window. It has a wide range of applications, such as characterizing broadband distributed or large scale MIMO systems and evaluating the capacity of these systems. In order to address this topic, for given constraints on region size, bandwidth and observation time, the multipath field is characterized as a series of orthogonal basis functions encoded in a finite number of spatial modes. Each of these spatial modes represents an independent channel. We show that for each channel, how the observable time and band limited signals are coupled to a limited region of space. Afterwards, analogous to Shannon´s work, we evaluate the capacity of each channel. The derived result indicates that due to the space-frequency coupling relation, for a fixed average signal power over the bandwidth, not all channels have the same capacity. Rather, the lower spatial modes provide large performance gains and channel capacity drops as spatial mode index increases. In addition, different modes provides optimum performance at different radial positions.
Keywords :
MIMO communication; wireless channels; MIMO systems; Shannons work; band limited wavefields; broadband transmission; channel capacity; finite spatial windows; finite temporal window; independent channel; multipath field; multipath wavefield; orthogonal basis functions; source free region; space frequency coupling relation; temporal windows; Bandwidth; Broadband communication; Channel capacity; MIMO; Noise; Spatial diversity; Time-domain analysis; Shannon´s capacity; distributed networks; large scale MIMO;
Conference_Titel :
Signal Processing and Communication Systems (ICSPCS), 2014 8th International Conference on
Conference_Location :
Gold Coast, QLD
DOI :
10.1109/ICSPCS.2014.7021062